AUTHORITATIVE C-AIG-2412 LATEST TEST DISCOUNT & LEADING OFFER IN QUALIFICATION EXAMS & UPDATED C-AIG-2412: SAP CERTIFIED ASSOCIATE - SAP GENERATIVE AI DEVELOPER

Authoritative C-AIG-2412 Latest Test Discount & Leading Offer in Qualification Exams & Updated C-AIG-2412: SAP Certified Associate - SAP Generative AI Developer

Authoritative C-AIG-2412 Latest Test Discount & Leading Offer in Qualification Exams & Updated C-AIG-2412: SAP Certified Associate - SAP Generative AI Developer

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SAP C-AIG-2412 Exam Syllabus Topics:

TopicDetails
Topic 1
  • SAP Business AI: This section of the exam measures the skills of business analysts and covers the features and capabilities of SAP Business AI. It includes exploring how AI can automate processes, provide real-time insights, and enhance decision-making across various business functions.
Topic 2
  • SAP AI Core: This section of the exam measures the skills of SAP developers and covers the core components of SAP's AI framework. It emphasizes how these components integrate with existing systems to enhance functionality and performance. Leveraging SAP AI Core to develop intelligent applications that meet business needs is a critical skill evaluated.
Topic 3
  • SAP's Generative AI Hub: This section of the exam measures the skills of technology strategists and covers the functionalities provided by SAP's Generative AI Hub. It emphasizes how organizations can use generative AI to create new content and automate complex tasks. A vital skill evaluated is applying generative AI techniques to enhance business processes and customer experiences.
Topic 4
  • Large Language Models (LLMs): This section of the exam measures the skills of AI Developers and covers the evolution of large language models, distinguishing them from traditional IT operations analytics. It also explores the current stages of AIOps systems and their implications for organizations. A key skill assessed is understanding the foundational concepts behind LLMs and their applications in various contexts.

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SAP C-AIG-2412 Exam Dumps - 100% Pass Guarantee With Latest Demo [2025]

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SAP Certified Associate - SAP Generative AI Developer Sample Questions (Q27-Q32):

NEW QUESTION # 27
What are some metrics to evaluate the effectiveness of a Retrieval Augmented Generation system?
Note: There are 2 correct answers to this question.

  • A. Faithfulness
  • B. Speed
  • C. Relevance
  • D. Carbon footprint

Answer: A,C


NEW QUESTION # 28
Which of the following statements accurately describe the RAG process? Note: There are 2 correct ans-wers to this question.

  • A. The embedding model stores the generated ans wers for future reference.
  • B. The LLM directly ans wers the user's question without accessing external information.
  • C. The user's questi on is used to search a knowledge base or a set of documents.
  • D. The retrieved content is combined with the LLM's capabilities to generate a response.

Answer: C,D

Explanation:
Retrieval-Augmented Generation (RAG) is a process that enhances the capabilities of Large Language Models (LLMs) by integrating external knowledge sources into the response generation process.
1. Understanding the RAG Process:
* User Query:The process begins with a user's question or prompt, which serves as the input for the system.
* Retrieval Step:The system uses the user's query to search a knowledge base or a set of documents, retrieving relevant information that can inform the response.
* Integration with LLM:The retrieved content is then combined with the LLM's inherent knowledge and language generation capabilities to produce a comprehensive and contextually relevant response.
2. Benefits of the RAG Process:
* Enhanced Accuracy:By incorporating up-to-date and domain-specific information from external sources, RAG improves the accuracy of AI-generated responses.
* Contextual Relevance:The integration of retrieved data ensures that the responses are more aligned with the specific context of the user's query.
3. Application in SAP's Generative AI Hub:
* Generative AI Hub SDK:SAP provides a Generative AI Hub SDK that facilitates the implementation of RAG by enabling seamless integration of retrieval mechanisms with LLMs.
* Tutorials and Resources:SAP offers tutorials, such as "Retrieval Augmented Generation using generative-ai-hub-sdk and HANA vector search," to guide developers in implementing RAG systems effectively.


NEW QUESTION # 29
What are some metrics to evaluate the effectiveness of a Retrieval Augmented Generation system? Note: There are 2 correct answers to this question.

  • A. Faithfulness
  • B. Speed
  • C. Relevance
  • D. Carbon footprint

Answer: A,C


NEW QUESTION # 30
What does the Prompt Management feature of the SAP AI launchpad allow users to do?

  • A. Access and manage saved prompts and their versions
  • B. Provide personalized user interactions
  • C. Create and edit prompts
  • D. Interact with models through a conversational interface

Answer: A,C


NEW QUESTION # 31
What contract type does SAP offer for Al ecosystem partner solutions?

  • A. Bring Your Own License (BYOL) for embedded partner solutions
  • B. Annual subscription-only contracts
  • C. All-in-one contracts, with services that are contracted through SAP
  • D. Pay-as-you-go for each partner service

Answer: C

Explanation:
SAP collaborates with a wide ecosystem of partners, including leading general-purpose AI vendors, to provide tailored solutions to its customers. Through the SAP Store, customers have access to numerous partner applications and a variety of tools, allowing them to choose solutions that best fit their requirements.
Contractual Approach:
* All-in-One Contracts:SAP offers all-in-one contracts for AI ecosystem partner solutions, where services are white-labeled and contracted directly through SAP. This approach simplifies the procurement process for customers, as they engage with SAP as the single point of contact for both SAP and partner services.
* Exclusion of Bring Your Own License (BYOL) Model:SAP does not adopt a "bring your own license" model for these embedded partner solutions. Instead, all services are integrated and provided under unified contracts managed by SAP.
Benefits of This Contractual Model:
* Simplified Procurement:Customers benefit from a streamlined purchasing process, dealing with a single contract and point of contact for multiple services.
* Integrated Solutions:The all-in-one contract ensures that partner solutions are seamlessly integrated with SAP's offerings, providing a cohesive experience.
* Assured Compliance and Support:By contracting through SAP, customers can be confident in the compliance, security, and support standards upheld across all services.


NEW QUESTION # 32
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